02-TIMCI-SPA-cgei Audit Analysis
Lucas Silbernagel
30 September, 2021
1 General Information about the Data
Total number of instances: 203
Total number of events/questions: 11469
Examination period: 2021-08-10 - 2021-09-29
2 Grouped by Time
2.1 Events/Questions Started by Day
2.2 Questions/Events started by Weekday and Hour of the Day
2.3 Distribution of Time Spent per Event/Question with largest 5 % removed
3 Aggregated by Event/Question
3.1 Median Time Spent by Question
| question_decoded | median_time_spent |
|---|---|
| Please specify. (j2) What is the main reason for you to choose coming here today rather than going to the closest facility?) | 4M 41S |
| NA | 2M 3S |
| If QR code scanning is not possible, please manually enter the participant identification code | 1M 56S |
| Would you recommend this facility to a friend / family with a sick child? | 1M 14S |
| Did you feel the provider treated you and the child with respect? | 1M 14S |
| Did you find the provider was kind to you? | 1M 14S |
| Did the provider speak in a language you understand? | 1M 13S |
| Did you find the provider showed concern and empathy? | 1M 13S |
| How do you feel overall with the service you received at the facility today? | 1M 13S |
| Was the service delayed or were you kept waiting for a long time? | 1M 13S |
| Did you miss work to bring the child to the facility today? | 1M 4S |
| Did you pay for something at the facility today? | 1M 4S |
| Is this facility the closest health facility to your home? | 1M 4S |
| Do you intend to buy some medicines outside of the facility? | 1M 2S |
| Were you informed of signs / symptoms that require you to bring the child back to the facility immediately? | 56S |
| What do you intend to do if the sick child does not get completely better or become worse? | 56S |
| Were you given general information or advice about feeding or breastfeeding? | 56S |
| Were you given a paper or record to take with you for completing the referral? | 45S |
| Were you told where to go? | 45S |
| Were you told why to go? | 45S |
| What do you intend to do now? | 45S |
| When do you need to complete the referral? | 45S |
| Did the provider use the device that is represented in the following picture during the consultation of the child? | 42S |
| Can you specify these signs and symptoms? | 38S |
| Can you show me all the medicines and prescriptions that you received? | 37S |
| Did the provider explain to you how to give these medicines to the child at home? | 37S |
| How confident do you feel in how much of the medication to give each day and how many days to give it? | 37S |
| Can you specify the estimated amount of money you spent on treatment for the child (including medicines)? | 36S |
| What did you pay for? | 36S |
| Please scan the participant’s QR code | 30S |
| Can you explain to me why this device was used? | 28S |
| Did the provider explain to you the result that was given by the device? | 27S |
| How many work days did you miss as the result of this visit? | 26S |
| Did the provider tell you what illness your child has? | 24S |
| Did the provider give or prescribe any medicines for the child to take home? | 24S |
| Did the provider refer the child? | 23S |
| Can you specify the estimated amount you paid for the consultation? | 21S |
| Did the provider use a tablet like this one for the consultation of the child? | 18S |
| Please select the current district | 8S |
| fcode | 8S |
3.2 Count of Input Changes and Median Time until Input was Changed by Question
| question_decoded | count_input_changes | median_time_till_change | sd_time_till_change |
|---|---|---|---|
| NA | 15 | 3S | 15.4S |
| Do you intend to buy some medicines outside of the facility? | 6 | 22S | 17.4S |
| Did the provider refer the child? | 5 | 9S | 9.7S |
| Were you given general information or advice about feeding or breastfeeding? | 5 | 6S | 13.8S |
| Did you pay for something at the facility today? | 4 | 17S | 11.8S |
| How do you feel overall with the service you received at the facility today? | 4 | 6S | 3.3S |
| Can you show me all the medicines and prescriptions that you received? | 3 | 7S | 7S |
| Did the provider explain to you how to give these medicines to the child at home? | 3 | 3S | 2.6S |
| Did the provider give or prescribe any medicines for the child to take home? | 3 | 8S | 3.1S |
| Please scan the participant’s QR code | 3 | 1S | 14.4S |
| Was the service delayed or were you kept waiting for a long time? | 3 | 2S | 11.5S |
| Did the provider speak in a language you understand? | 2 | 6S | 4.9S |
| Did you find the provider showed concern and empathy? | 2 | 16S | 9.2S |
| How confident do you feel in how much of the medication to give each day and how many days to give it? | 2 | 20S | 18.4S |
| Is this facility the closest health facility to your home? | 2 | 2S | 0.7S |
3.3 Count of Old-New Value Pairs
| question_decoded | old_value_decoded | new_value_decoded | count_value_pairs |
|---|---|---|---|
| NA | 1 | 2 | 7 |
| Do you intend to buy some medicines outside of the facility? | Yes, in addition to the medicines prescribed by the healthcare provider | Yes, prescribed by the healthcare provider but not available at the facility | 5 |
| Did the provider refer the child? | Yes | No | 4 |
| Did the provider give or prescribe any medicines for the child to take home? | No | Yes | 3 |
| Did you pay for something at the facility today? | No | Yes | 3 |
| How do you feel overall with the service you received at the facility today? | Somewhat satisfied | Very satisfied | 3 |
| Did the provider explain to you how to give these medicines to the child at home? | Yes, but only for some medicines | Yes, for all medicines | 2 |
| Did the provider speak in a language you understand? | Agree | Strongly agree | 2 |
| How confident do you feel in how much of the medication to give each day and how many days to give it? | Quite confident | Very confident | 2 |
| NA | 2 | 3 | 2 |
4 Aggregated by Instance
4.1 Top 10 % of Duration by Instance
| instance ID | duration_per_inst |
|---|---|
| uuid:ad9ff8fc-71ab-41d0-ab73-ad6c19b85e21 | 4d 5H 24M 11S |
| uuid:a0162dea-0b24-4b82-964b-faf749585e19 | 11H 45M 51S |
| uuid:5166eb59-6980-41ac-85a4-2f55e54fcc75 | 11H 20M 48S |
| uuid:f53d4292-35c8-449a-b8ca-d2295ff7f42b | 10H 34M 38S |
| uuid:499acd3d-14f3-49a7-be2a-c1a25204faf3 | 10H 27M 44S |
| uuid:1837fdf4-46f7-48e0-90f0-c4095b919336 | 10H 7M 6S |
| uuid:00b87d8e-6538-4803-b102-57f05b7e71bf | 8H 52M 30S |
| uuid:33bf0b7e-142b-42ce-80ba-39668983c516 | 8H 35M 27S |
| uuid:e1c33f29-bb3f-4c84-b225-e604a23671a3 | 8H 26M 11S |
| uuid:e14cb881-07fc-4e3d-a1fa-d361fa78537c | 8H 25M 17S |
| uuid:3dbd438b-a269-47cf-8e78-7c3958ed92a9 | 8H 14M 45S |
| uuid:7ca0683e-1f7d-4d70-9457-72fa8a36c94a | 8H 0M 23S |
| uuid:05162842-0c42-4ed8-9011-a6329b4a081f | 7H 46M 33S |
| uuid:8b343179-1fc7-4bec-9ab8-8f9f15a5caa7 | 7H 31M 18S |
| uuid:dfc113d7-e7c8-4046-b823-cd0019b2d235 | 7H 23M 31S |
| uuid:9c5f66fa-da91-4745-aa41-0cd7056d6d9e | 7H 20M 43S |
| uuid:0875a793-8f50-4c5b-b0a8-cb516bfec204 | 6H 56M 36S |
| uuid:99d5b430-b7b1-47eb-aead-1043688049a3 | 6H 53M 42S |
| uuid:d5fa0e3e-abeb-4a8c-9b66-2d8d860a4c73 | 6H 27M 10S |
| uuid:dd3b85dd-d246-4b5e-809f-6c3371b5e0ca | 6H 15M 55S |
| uuid:dc149e10-8a98-44c8-bba7-f45da91a7f23 | 6H 8M 3S |
4.2 Distribution of Duration by Instance with Top 10 % excluded
5 Irregularities and Outliers
5.1 Time Till Change Outliers (for all data without removed outliers)
| instance ID | question_decoded | old_value_decoded | new_value_decoded | time_till_change |
|---|---|---|---|---|
| uuid:efe02baa-d5a2-4c57-a4dd-fbdc9cf6f527 | NA | 2 | 3 | 45S |
| uuid:efe02baa-d5a2-4c57-a4dd-fbdc9cf6f527 | NA | 1 | 2 | 45S |
| uuid:ae6f20a8-9f17-4905-8c34-0f5fc4f0e9a1 | Do you intend to buy some medicines outside of the facility? | Yes, in addition to the medicines prescribed by the healthcare provider | Yes, prescribed by the healthcare provider but not available at the facility | 39S |
| uuid:f9c30136-b8f9-450b-97ff-761999fa3967 | Do you intend to buy some medicines outside of the facility? | Yes, in addition to the medicines prescribed by the healthcare provider | Yes, prescribed by the healthcare provider but not available at the facility | 38S |
| uuid:f43b1362-d79a-4291-b9ba-bac28905f919 | Were you given general information or advice about feeding or breastfeeding? | Guidance on feeding, Guidance on breastfeeding, Advice to continue breastfeeding | Guidance on feeding, Advice to continue breastfeeding | 35S |
| uuid:2dc277ee-7674-4e00-a7c1-627e0f9dbd21 | How confident do you feel in how much of the medication to give each day and how many days to give it? | Quite confident | Very confident | 33S |
| uuid:db2649d4-12d9-4568-be8d-b636ff2e9c95 | Did you pay for something at the facility today? | Yes | No | 32S |
5.2 Histograms of Instances with Inconsistent Filling Behaviour
## [1] "93 out of 203 instances were found to have an inconsistent filling behaviour."| last_bin_questions | Freq |
|---|---|
| Do you intend to buy some medicines outside of the facility? | 8 |
| Did you miss work to bring the child to the facility today? | 5 |
| Did you pay for something at the facility today? | 5 |
| Is this facility the closest health facility to your home? | 5 |
| Was the service delayed or were you kept waiting for a long time? | 5 |
| Can you show me all the medicines and prescriptions that you received? | 3 |
| Can you specify these signs and symptoms? | 3 |
| Did the provider explain to you how to give these medicines to the child at home? | 3 |
| Did the provider speak in a language you understand? | 3 |
| Did you feel the provider treated you and the child with respect? | 3 |
| Did you find the provider showed concern and empathy? | 3 |
| Did you find the provider was kind to you? | 3 |
| How do you feel overall with the service you received at the facility today? | 3 |
| Would you recommend this facility to a friend / family with a sick child? | 3 |
| Did the provider use a tablet like this one for the consultation of the child? | 2 |
| fcode | 2 |
| Please select the current district | 2 |
| Were you given general information or advice about feeding or breastfeeding? | 2 |
| Can you explain to me why this device was used? | 1 |
| Did the provider give or prescribe any medicines for the child to take home? | 1 |
| Did the provider refer the child? | 1 |
| Did the provider tell you what illness your child has? | 1 |
| How confident do you feel in how much of the medication to give each day and how many days to give it? | 1 |
| Please scan the participant’s QR code | 1 |
| Were you informed of signs / symptoms that require you to bring the child back to the facility immediately? | 1 |
| What do you intend to do if the sick child does not get completely better or become worse? | 1 |